Quantized Compressed Sensing Reconstruction on FFHQ 256x256x3 (test)
33.46PSNRDPUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPUNetQuantization Bit=3 bit, Inference Time=0.25 s2026.05 | 33.46 | 0.9136 | |
| DPUNetQuantization Bit=2 bit, Inference Time=0.25 s2026.05 | 32.51 | 0.9082 | |
| QCS-SGM+Quantization Bit=3 bit, Inference Time=1072 s2026.05 | 27.62 | 0.7838 | |
| DPUNetQuantization Bit=1 bit, Inference Time=0.25 s2026.05 | 27.18 | 0.8481 | |
| QCS-SGMQuantization Bit=3 bit, Inference Time=558 s2026.05 | 26.46 | 0.7265 | |
| QCS-SGM+Quantization Bit=2 bit, Inference Time=1072 s2026.05 | 25.25 | 0.7034 | |
| QCS-SGMQuantization Bit=2 bit, Inference Time=558 s2026.05 | 24.27 | 0.6731 | |
| Vanilla DUNQuantization Bit=3 bit, Inference Time=0.22 s2026.05 | 22.89 | 0.7051 | |
| Vanilla DUNQuantization Bit=2 bit, Inference Time=0.22 s2026.05 | 21.23 | 0.6628 | |
| Vanilla DUNQuantization Bit=1 bit, Inference Time=0.22 s2026.05 | 20.58 | 0.6023 | |
| QCS-SGM+Quantization Bit=1 bit, Inference Time=1072 s2026.05 | 13.26 | 0.5182 | |
| QCS-SGMQuantization Bit=1 bit, Inference Time=558 s2026.05 | 12.97 | 0.5147 |